What it actually takes to ship a production AI agent in 2026
Beyond the demo. The five engineering disciplines that separate AI agents you put in front of customers from the ones that stay in dev forever.
Read the full post → Common Challenges
What we see in executive & strategy organizations.
The patterns that come up in nearly every executive & strategy engagement.
01
Reporting that arrives weeks late
Most executive reporting is built on a monthly close cycle that produces a story about what already happened. By the time the data arrives, the decisions have been made — often without it.
02
Multiple sources of truth
Marketing has one revenue number. Sales has another. Finance has a third. When the executive team meets, the first 30 minutes are spent reconciling whose number is right.
03
M&A integration as a recurring scramble
Every acquisition brings a different tech stack, different data definitions, different reporting cadence. The companies that win at M&A have a repeatable integration playbook.
04
Strategy disconnected from operations
Strategic plans live in slide decks. Operations runs on a different set of metrics. The gap between strategic intent and operational execution is where most strategies die.
05
Board-grade reporting consistency
Board meetings often consume weeks of analyst time producing reports that look different every quarter. Standardization changes the math.
06
OKR-to-execution disconnection
OKRs in slide decks, execution in tools. The gap between them is where strategy dies.
How We Help
What we deliver for executive & strategy leaders.
Executive dashboards built around decisions
Real-time KPI dashboards designed around the decisions executives actually make — not the data that happens to be easy to display. Tableau, CRM Analytics, or custom-built.
Unified business metrics platform
A single source of truth for the metrics that matter — built on a data platform that reconciles inputs from sales, marketing, finance, and operations into agreed definitions.
M&A integration playbook and platform
A repeatable methodology and technical platform for integrating acquired companies — CRM migration, data unification, reporting consolidation — within 90 days, not 9 months.
Strategy-to-execution infrastructure
OKR systems, strategic planning platforms, and the operational reporting that ties initiative-level execution back to enterprise strategy.
Board reporting infrastructure
Standardized board reporting templates, automated data sourcing, and quarter-over-quarter consistency in reporting.
OKR-to-execution platform
OKR system tied to operational reporting with team-level execution metrics that ladder up to enterprise strategy.
Compliance & Regulatory Matters
What we navigate in executive & strategy.
Compliance and regulatory considerations are built into every workflow we deliver. The major frameworks we work within:
SOX 302/404 Executive Certifications
CEO/CFO certifications with evidence chain for internal controls effectiveness.
Board Reporting & Governance
Board pack preparation, disclosure controls, and audit committee reporting workflows.
SEC Disclosure / Material Information
Material non-public information handling, Reg FD compliance, and disclosure committee workflows.
ESG / Sustainability Disclosure
Climate-related disclosures (SEC, CSRD, ISSB), sustainability metric collection, and reporting workflows.
M&A Disclosure & Due Diligence
Deal communications, virtual data rooms, integration playbooks, and disclosure schedule management.
Insider Trading / Blackout Windows
Insider list management, blackout window enforcement, and pre-clearance workflow.
Signature Service Categories
The major executive & strategy practices our team runs.
Each category represents a deep specialization with dedicated playbooks, accelerators, and experienced practitioners.
01
Executive Dashboards & KPI Reporting
Real-time dashboards designed around the decisions executives make.
02
Unified Business Metrics
Single source of truth across sales, marketing, finance, operations.
03
OKR & Strategy Platforms
OKR systems with operational integration.
04
M&A Integration
Repeatable acquisition integration playbooks and platforms.
05
Board Reporting Infrastructure
Standardized board reporting with automated data sourcing.
06
AI Business Intelligence
AI-augmented analysis and decision support for executive teams.
Platforms & Tools
The technology stack we typically deploy here.
Tableau / CRM Analytics
Snowflake / Databricks
Salesforce + Data Cloud
OKR platforms (Lattice, 15Five, Quantive)
M&A integration playbooks
Board reporting platforms
Integration Ecosystem
The platforms we connect to in executive & strategy.
Our team carries hands-on experience across the systems that already run your executive & strategy function. Integration is rarely the bottleneck.
Salesforce (Executive Dashboards)
Power BI
Tableau
Looker / Looker Studio
Domo
ThoughtSpot
Snowflake / Data Cloud
Anaplan
Workday Adaptive
Mosaic.tech
Diligent (board management)
Nasdaq Boardvantage
OnBoard
Workiva (SOX, ESG, SEC)
AuditBoard
Workday Strategic Planning
Microsoft 365 / Copilot
Anthropic Claude (executive workflows)
What We Measure
The KPIs that matter for executive & strategy success.
Every engagement starts by defining how success will be measured. These are the metrics we typically baseline before we begin and improve over time.
- Time to decision
- Strategic initiative on-time rate
- M&A integration time-to-value
- Executive reporting accuracy
- Cross-functional alignment scores
Recent Engagements
Real work for executive & strategy teams.
A few examples of how these capabilities show up in practice — drawn from recent and active engagements.
01
Executive dashboard platform for a PE-backed portfolio company
Built a unified executive dashboard combining Salesforce, NetSuite, and operational data into a single CEO view — refreshed daily. Replaced a monthly PowerPoint reporting cycle that took 5 days of analyst time per month.
02
M&A integration platform for a serial acquirer
Built a repeatable M&A integration playbook covering CRM consolidation, data unification, and reporting alignment. Time-to-integrated-reporting moved from 9 months to 12 weeks across three consecutive acquisitions.
03
OKR and strategy platform for a 600-person company
Deployed an OKR system tied to operational reporting so that strategic objectives mapped down to team-level execution metrics. Strategic initiative on-time rate moved from 45% to 78%.
04
Board reporting standardization for a PE portfolio company
Standardized monthly board reporting with automated data sourcing across Salesforce, NetSuite, and operational systems. Analyst preparation time cut from 4 days to 4 hours.
05
AI-augmented competitive intelligence for the CEO
Built a Claude-powered competitive intelligence layer monitoring competitor product launches, hiring, pricing changes, and press coverage with weekly executive briefings. Saved the strategy team 8-10 hours per week.
How Clients Engage Us
Four ways to work with us on executive & strategy initiatives.
From short diagnostics to fractional leadership, every engagement model is built around your stage and needs.
Model 01
Executive Diagnostic
Strategic assessment of reporting, decision velocity, and analytical infrastructure.
Model 02
Fixed-Scope Project
Executive dashboard rollout, M&A integration, OKR platform, board reporting.
Model 03
Managed Executive Analytics
Ongoing analytics platform administration and reporting support.
Model 04
Fractional Chief of Staff / VP Strategy
Senior strategy execution leadership.
Outcomes We Deliver
The metrics we actually move for executive & strategy teams.
Engagements are measured by movement on the numbers that matter. These are the directions of travel we commit to.
01
Time to executive insight
Reduce from days to minutes
02
Board pack prep time
Reduce 50-70%
03
Strategy-to-execution alignment
Measurable via OKR cascade
04
Forecast variance (quarterly)
Reduce by half
05
Executive admin time savings
8-15 hours/week per exec
06
Cross-functional decision cycle time
Reduce 30-50%
Signature Frameworks
Proprietary methodologies for executive & strategy work.
Every engagement leverages reusable assets — frameworks, blueprints, and diagnostics built up over hundreds of client projects.
Framework 01
Executive Operating System
Our framework for connecting strategy, OKRs, financial performance, and operational metrics into a single executive view.
Framework 02
Board & Audit Committee Reference Design
A blueprint for board materials, committee workflows, and disclosure controls that scales with the company.
Framework 03
Strategy Cascade Operating Model
A practical framework for cascading strategy into department-level OKRs and individual goals with visibility through the platform.
Framework 04
Executive AI Workflow Design
Our approach to designing AI workflows for the executive team — briefing prep, meeting summarization, decision support — with appropriate guardrails.
Featured Insight
Insight & analysis from our executive & strategy team.
Practitioner-level analysis from the consultants delivering the work.
AI Implementation
What it actually takes to ship a production AI agent in 2026
AI Implementation
How We Work
The engagement model.
Predictable phases. Clear deliverables. No surprises.
01
Discovery
One to two working sessions to map your current state, business goals, gaps, and constraints. We come out with a written scope document and recommendation.
02
Design
Documented solution architecture, technical design, realistic timeline, and a transparent commercial proposal — reviewed with your team before any build.
03
Build
Configuration, development, integrations, data migration, AI training, and QA — delivered in iterative sprints with weekly demos and adjustments.
04
Launch & Optimize
Training, change management, hypercare support, and continuous improvement. We do not disappear after go-live. Most engagements continue into managed services.
Our Capabilities
The five practices that support your executive & strategy work.
Systems Integration
Connect the systems that run your business — CRM, ERP, billing, data, AI, analytics — into one cohesive architecture.
Learn more →Custom Development
Custom applications, platform extensions, integrations, and engineered solutions built when off-the-shelf software won't fit.
Learn more →AI & Technology Consulting
Strategic guidance from certified architects plus production AI deployments. System selection, roadmaps, audits, Agentforce, custom agents, and AI strategy — all under one practice.
Learn more →Revenue Operations
Align marketing, sales, and customer success into one revenue engine. Process, forecasting, attribution, and tech-stack optimization.
Learn more → More Departments
Other functions we support.
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