AI-Powered R&D Tax Credit Manager details

Stop scrambling at year-end to justify your R&D tax credit. Our AI-powered R&D Tax Credit Manager pulls evidence from your real systems—tickets (Jira/Azure), code repos (Git), time sheets, design docs, and lab results—then auto-maps work to qualified projects, applies jurisdiction-specific rules, and calculates eligible costs with clear audit trails. Ask in plain English (“Which sprints qualify under the 4-part test?” “Show QRE by project and entity.”), generate examiner-ready workpapers and narratives, and track claim status to refund. Connect payroll/ERP and PM tools in minutes—no code—so you maximize credits, cut risk, and stop chasing engineers for last-minute documentation.

See Praxie in Action

See Praxie in Action

AI-Powered R&D Tax Credit Best Practices

  • Define qualifying work up front: translate your regs (e.g., US §41 4-part test or local equivalent) into a simple checklist engineers understand; tag projects/sprints as “potentially qualified” from day one.

  • Capture evidence continuously, not retroactively: link stories/PRs, experiments, prototypes, test results, and design reviews to each project; store screenshots and artifacts alongside tasks.

  • Time tracking that engineers can live with: map existing time codes or lightweight sprint allocations to qualified vs. non-qualified activities; avoid end-of-year memory hunts.

  • Classify costs consistently: wages (by role and % qualified), supplies/prototypes, contract research (onshore/offshore rules), and relevant cloud/compute—use a repeatable allocation method and document it.

  • Create a defendable nexus: show how each person’s work ties to a qualified project and uncertainty eliminated (technical hypothesis → experimentation → result).

  • Sample smart, then scale: pilot on a few teams, calibrate inclusion/exclusion, compare AI estimates to manager attestations, and lock the approach before rolling out.

  • Keep one source of truth: centralize projects, people, costs, and evidence; version criteria and weights; record all overrides with reason codes.

  • Automate the paperwork: generate narratives, QRE schedules, apportionment by entity/state, and examiner request lists; keep sign-offs and certifications inside the system.

  • Mind multi-jurisdiction nuances: entity structures, state/RDEC differences, subcontractor treatment, caps, and carryforwards—configure once, reuse annually.

  • Review quarterly: track credit run-rate vs. plan, documentation completeness, and variance drivers; fix gaps while work is fresh.

  • Questions to ask the AI (plain English): “Show top 10 projects by QRE and missing evidence,” “Which contractors exceed the threshold and need attestations?,” “What happens to the credit if we shift 2 FTEs to Platform Team?”

  • Measure what matters: credit amount vs. eligible spend, documentation completeness %, adjustment rate after review, hours saved vs. manual process, and audit findings closed.

  • Caveat & compliance: keep recommendations explainable, involve tax counsel for positions/jurisdictions, and maintain retention policies for all workpapers and evidence.

Business Strategy Best Practices Library includes::

2 X 2 Matrix, ADL Matrix, Baker's 4 Strategies of Influence, Balanced Scorecard, Benchmarking, Bowman Strategy Clock, Build-Measure-Learn Feedback Loop, CAGE Distance Framework, Competitive Analysis, Competitive Landscape Analysis, Contingency Planning, Core Competence Analysis, Critical Success Factors, Discovery Driven Planning, First Mover Advantage, Five Forces Model, Gap Analysis, GE McKinsey 9-Box Matrix, Go To Market Strategy, Hambrick & Frederickson's Strategy Diamond, Hedgehog Model, Hook Model of Behavioral Design, Hoshin Planning System, Kay's Distinctive Capabilities Framework, Key Outcome Indicators, Kotler's Five Product Levels Model, Kotler's Pricing Strategies, Lafley & Martin's Five Step Strategy Model, McKinsey 7S Model, McKinsey's Seven Degrees of Freedom for Growth, Mission Statements, Mullin's Seven Domains Model, Ohmae's 3 Cs Model, PEST Analysis, PESTLE Analysis, Porter's Diamond, Portfolio Management, Purpose Statements, Pyramid of Purpose, Scenario Planning, Simonson & Rosen's Influence Mix, SMART Performance Metrics, SMART(ER) Goals, SOAR, Strategic Goals, Strategy Map, Strategy Roadmap, Strategy Uncertainty Map, SWOT Analysis, TOWS Matrix, Triple Bottom Line, Unique Selling Proposition (USP), Value Disciplines Model, Value Net Model, Values Statement, Vision Statement, VRIO Analysis and Weisbord's Six-Box Model.