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 professional services.
The technology and process challenges that come up in nearly every engagement we run in this industry.
01
PSA disconnected from CRM
Most services firms run CRM and PSA as separate systems with manual handoffs. The data loss, friction, and lost margin are real.
02
Utilization and capacity visibility
Real-time utilization, bench risk, and capacity-against-pipeline visibility are hard. Without them, growth is guesswork.
03
Project profitability after close
Knowing actual project margins — not just hours worked — requires integration between time tracking, billing, project accounting, and resource costs.
04
Time tracking compliance
Senior consultants underreport time. AI can dramatically improve compliance without making it more painful.
05
Revenue recognition for milestone billing
Milestone-based and percentage-completion revenue recognition is hard to automate well — and where most service firms have accounting risk.
06
Contractor and 1099 management
Firms scaling with contractors need onboarding, compliance, and payment workflows that scale with them.
How We Help
What we deliver for professional services firms.
Salesforce + PSA unified platform
Full integration of Salesforce CRM with Certinia, Kantata, or Replicon PSA — single source of truth for opportunities, engagements, projects, time, and invoicing.
Real-time utilization and capacity dashboards
Tableau or CRM Analytics-based dashboards showing utilization, bench risk, and pipeline coverage of capacity in real time.
Project profitability analytics
Integrated reporting across CRM, PSA, time, billing, and resource costs — giving leadership real margin visibility.
AI-augmented time tracking
Claude-powered calendar mining and time entry suggestions — consultants confirm rather than create, dramatically improving capture and compliance.
Project revenue recognition automation
Configured revenue recognition workflows for milestone, fixed-fee, time-and-materials, and outcome-based projects — audit-ready and reconciled to PSA.
Contractor onboarding and management
Salesforce-based contractor lifecycle covering vetting, onboarding, project assignment, time tracking, and payment.
Regulatory & Compliance Matters
What we navigate in professional services.
Compliance is not a separate workstream — it is embedded in every workflow we deliver. The major frameworks we work within:
AICPA / State Board CPA Requirements
CPE tracking, peer review evidence, and independence documentation for accounting firms.
PCAOB Standards
Audit documentation, engagement quality review workflows, and inspection-ready file management for public company auditors.
IRS Circular 230
Tax practitioner conduct standards, due diligence documentation, and conflict-of-interest tracking.
GDPR / CCPA Data Protection
Client data subject request workflows, privacy notice management, and retention policy enforcement.
SOC 1 / SOC 2 / ISO 27001
Information security control evidence, vendor due diligence, and audit-ready security workflows.
Industry-Specific (HIPAA, FedRAMP, FINRA)
Sector-specific compliance overlays for firms serving regulated clients — healthcare, government, or financial services.
Signature Service Categories
The major professional services practices our team runs.
Each category represents a deep specialization with dedicated playbooks, accelerators, and experienced practitioners.
01
PSA & Project Operations
Full PSA deployments unified with CRM, time tracking, and project accounting.
02
Resource & Capacity Planning
Real-time utilization, forward forecasting, and resource staffing workflows.
03
Sales-to-Delivery Handoff
Automated engagement provisioning, kickoff workflows, and onboarding journeys.
04
Profitability & Executive Analytics
Project margin, utilization, and forecast dashboards for leadership.
05
AI for Services Firms
AI-augmented time tracking, project documentation, and knowledge retrieval.
Platforms & Tools
The technology stack we typically deploy here.
Salesforce + PSA (Certinia, Kantata, Replicon)
Salesforce Agentforce
Anthropic Claude for productivity AI
Tableau / CRM Analytics
DocuSign for SOW management
Time tracking + AI augmentation
Resource planning systems
Project accounting integration
Knowledge platforms (Notion, Confluence)
Contractor management systems
Integration Ecosystem
The platforms we connect to in professional services.
Our team carries hands-on experience across the systems your firm already runs. Integration is rarely the bottleneck.
Salesforce
HubSpot
NetSuite
Sage Intacct
QuickBooks Online
Microsoft Dynamics 365
Kantata (Mavenlink)
Workday Professional Services Automation
BigTime
OpenAir
FinancialForce / Certinia
Replicon
TimeSolv
DocuSign CLM
Ironclad
Microsoft 365
Asana / Smartsheet
Slack
Recent Engagements
Real work for professional services clients.
A few examples of how these capabilities show up in practice — drawn from recent and active engagements (client names anonymized where appropriate).
01
Sales-to-delivery handoff automation for a $80M consulting firm
Eliminated the handoff gap between deal close and engagement kickoff with automated project provisioning, team staffing workflows, document collection, and client onboarding triggers. New engagement time-to-start down from 12 days to 3.
02
Resource and utilization forecasting platform
Connected Salesforce to Kantata for real-time capacity visibility across 300 consultants. Senior leadership now has 60-day forward utilization forecasts they actually trust — replacing a weekly Excel exercise.
03
AI-assisted time tracking with calendar mining
Built an AI workflow that pre-populates timesheets by mining consultant calendars, emails, and Slack — submitted as draft for review. Time capture compliance up to 96%; underbilling reduced significantly.
04
Margin analytics platform for a $200M IT services firm
Built executive dashboards covering project margin, utilization, bench risk, and forward-looking pipeline. CEO meeting prep time dropped 80%.
05
Client onboarding automation across 80 engagements/year
Replaced manual project setup with triggered onboarding workflows — environment provisioning, doc collection, kickoff scheduling. Time-to-billable dropped from 14 days to 3.
How Clients Engage Us
Four ways to work with us on professional services initiatives.
From short diagnostics to fractional leadership, every engagement model is designed around the client's stage and needs.
Model 01
Discovery & Strategy
PSA assessments and services-firm-specific diagnostics.
Model 02
Fixed-Scope Implementation
PSA deployments, resource planning systems, and sales-to-delivery automation.
Model 03
Managed Services
Ongoing PSA administration, optimization, and enhancement.
Model 04
Fractional Operations Leadership
Senior services-firm operations leadership for growing consultancies and agencies.
Outcomes We Deliver
The metrics we actually move for professional services clients.
Engagements are measured by movement on the numbers that matter. These are the directions of travel we commit to.
01
Utilization rate (billable %)
Increase 5-12 points
02
Realization rate
Increase 3-7 points
03
Project margin
Increase 4-10 points
04
New client onboarding time
Reduce 40-60%
05
Proposal-to-signature time
Reduce 30-50%
06
Time entry compliance
Increase to 95%+
Signature Frameworks
Proprietary methodologies for professional services work.
Every engagement leverages reusable assets — frameworks, blueprints, and diagnostics built up over hundreds of client projects.
Framework 01
PSA Reference Architecture
Our blueprint for connecting CRM, PSA, time/billing, and finance so utilization, realization, and margin are real-time, not retrospective.
Framework 02
Engagement Operating Model
A framework for moving engagements from sales through delivery, billing, and account growth with clean handoffs and minimum friction.
Framework 03
Resource Planning Playbook
A practical approach to capacity planning, skills tracking, and resource allocation that survives the realities of consulting work.
Framework 04
Margin Visibility Diagnostic
A targeted assessment of where project margin is leaking — scope creep, time leakage, pricing errors, or write-offs — with a plan to fix it.
Available Soon · 24 pages · 20 min read
AI Automation in Professional Services
How consultancies, accounting firms, and PSA-driven service businesses are deploying AI to lift utilization, realization, and project margin.
A practitioner-level guide to AI in professional services — proposal automation, time entry assistance, resource planning, and engagement delivery — with real adoption patterns and ROI frameworks.
Inside the report:
- ✓Proposal and SOW automation patterns
- ✓Time entry assistance and realization improvement
- ✓Resource planning and capacity optimization
- ✓Engagement delivery with AI-assisted deliverable production
Featured Insight
Insight & analysis from our professional services 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
Our Capabilities
How we help professional services clients.
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 Industries
Sectors we also serve.
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