Workflows
Four workflows.
Measurable outcomes.
Every engagement is scoped around where your firm loses senior time: proposals, archive search, report review, or estimating. Each workflow connects to your existing file systems and delivers reviewable outputs. Nothing client-facing leaves without principal sign-off.
Proposal & RFP Acceleration
“Help us respond to RFPs without burning out my senior people.”
Before
- Principals write boilerplate from memory each time
- Engineers hunt across shared drives for prior scope language
- Compliance checks happen informally, if at all
- Senior staff bottleneck every submission
After Wukanda
- Retrieve past proposals matching the current RFP scope in seconds
- First draft generated from firm context: principal edits, not rewrites
- Compliance checklist run automatically before submission
- Source citations trace every line back to the original document
Who uses it
Principals, proposal managers, senior engineers.
Inputs connected
- Past winning proposals
- Project sheets and resumes
- RFP documents and requirements
- Boilerplate and firm standards
What Wukanda does
- Retrieve relevant past wins against the current RFP scope
- Draft first-pass responses from RFP requirements and firm context
- Flag compliance gaps before submission
- Generate source-backed content with citations to prior work
Output
A reviewable proposal draft with cited source material, ready for principal review before anything leaves the firm.
Measured by
- Hours per RFP submission
- Submission throughput per quarter
- Win-rate trend over 12 months
Section 3.2: Project Experience
Section 4.1: Staffing Plan
Section 5: Safety Record
Section 6: Fee Schedule
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Project Knowledge Retrieval
“Make 40 years of project knowledge actually findable.”
Before
- Staff search shared drives manually, with no consistent structure
- Senior engineers answer the same precedent questions repeatedly
- Past reports are hard to reuse without manual reformatting
- No source trail when someone asks where an answer came from
After Wukanda
- Ask one question across all connected archive folders
- Cited answers from prior projects: document, page, and author
- Filter by discipline, location, client, year, or project type
- Save retrieved answers into active proposal or report drafts
Who uses it
Project managers, engineers, and principals who spend hours each week hunting for comparable precedents.
Inputs connected
- Past project reports (PDF, Word, SharePoint)
- Field notes and lab data
- Project sheets by discipline, location, and client
- Proposal archive and deliverables
What Wukanda does
- Index archive across discipline types: geotech, structural, environmental
- Return source-cited answers: every response traced to the originating document
- Filter by discipline, location, client, year, or project type
- Save answers directly into proposal or report workflows
Output
Source-cited answers from your firm's own archive: filterable, saveable, and traceable to the original report or proposal.
Measured by
- Time per knowledge lookup (target: under 2 minutes)
- Senior hours reclaimed per week
- Reduction in repeat questions to principals
Oakland Creek Remediation (2019)
Phase II ESA · Source: reports/AGS-2019-CR-082.pdf · p. 14
Fremont Industrial Site · Geotech (2021)
Boring logs, CPTs · Source: reports/AGS-2021-FI-017.pdf · p. 7
San Jose Valley · Soil Classification (2022)
Similar conditions · Source: reports/AGS-2022-SJV-041.pdf · p. 3
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Report Drafting & QA/QC
“Get me out of the report-drafting and figure-cleanup loop.”
Before
- Engineers write first drafts from scratch each time
- Format and style inconsistencies caught late in review cycles
- Principal review becomes line-by-line copyediting
- QA/QC is manual and dependent on individual reviewer memory
After Wukanda
- Field notes converted to structured draft: engineer fills gaps, not blank pages
- QA flags surface before principal review, not during client delivery
- Format matches firm standards automatically on first pass
- Principal review focuses on technical content, not formatting
Who uses it
Project managers and principals spending 5+ hours per project on report revisions and format compliance.
Inputs connected
- Field notes and site observations
- Lab data and test results
- Firm report templates and style standards
- Prior approved reports for tone and format reference
What Wukanda does
- Convert field notes into deliverable-grade report drafts
- Process lab data and flag inconsistencies before review
- Run automated QA/QC against firm style standards and client requirements
- Apply consistent format templates across all discipline types
Output
A first-draft report structured to firm standards, with QA flags surfaced before principal review, not after client delivery.
Measured by
- Hours per report revision cycle
- QA findings caught before client delivery
- First-draft turnaround time (baseline vs. after deployment)
Executive Summary
Site Conditions: Section 3
Lab Results: Table 4
Recommendations: Section 6
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Estimating & Scoping
“Surface relevant past projects so I can scope faster.”
Before
- Principals recall comparable projects from memory, which is inconsistent and slow
- Labor assumptions based on gut feel, not historical data
- Scope gaps discovered mid-project, not before submission
- Firms decline bids because estimating takes more capacity than available
After Wukanda
- Retrieve comparable projects by type, size, location, and complexity in seconds
- Extract labor and cost assumptions from actual project history
- Scope gap check flags what prior projects included that the current draft omits
- More bids submitted per quarter without adding estimating headcount
Who uses it
Principals who are the knowledge bottleneck for every new scope, and firms turning down bids due to estimating capacity.
Inputs connected
- Historical project budgets and actuals
- Past scopes and fee schedules
- Labor assumptions from comparable projects
- Subcontractor and cost history
What Wukanda does
- Auto-retrieve comparable past projects matching the new scope type and size
- Extract labor and cost assumptions from historical project data
- Identify scope gaps before submission: what prior projects had that this scope omits
- Surface institutional memory as a live, queryable asset, not locked in a principal's head
Output
A scoping worksheet with comparable project data, extracted assumptions, and flagged gaps: ready for principal sign-off before submission.
Measured by
- Hours per scoping exercise
- Bids submitted per quarter
- Scope accuracy vs. actuals on comparable project types
Alameda Warehouse Geotech (2020)
$42K · 180 hrs · Boring × 6 · Source: proj/AWG-2020
Oakland Port Phase I (2021)
$38K · 160 hrs · CPT × 4 · Source: proj/OPP-2021
Fremont Industrial ESA (2022)
$55K · 210 hrs · Complex conditions, note scope gap: vapor
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Start here
Which workflow matters most
to your firm?
In 30 minutes we’ll identify the highest-leverage workflow, which data would need to be connected, and what a realistic first 90 days looks like. No commitment. No slideware.
We do not need access to your files before the first call.