For
all
our
talk
of
AI
disruption,
few
legal
teams
are
tackling
the
true
productivity
killer:
tab
switching.
Email
bloat.
Scattered
context.
Carl
Davidson
noticed
it
while
practicing
immigration
law.
His
clients
needed
answers.
His
inbox
overflowed.
His
case
files
were
always
one
click
too
far
away.
And
somewhere
between
toggling
screens
and
pasting
notes,
he
realized
the
problem
wasn’t
the
complexity
of
the
law
it
was
the
friction
in
the
workflow.
Davidson
left
law
practice
and
built
Candle
AI,
a
tool
designed
to
bring
structure
to
legal
email.
But
what
he’s
really
building
is
a
broader
argument
for
legal
innovation:
the
future
is
not
just
about
powerful
tech.
It’s
about
invisible
tech
that
removes
the
invisible
barriers
buried
in
our
day-to-day
work.
Watch
the
full
interview
on
“Notes
to
My
(Legal)
Self”
here:
Why
Lawyers
Don’t
Adopt
Good
Tools
And
How
To
Fix
It
Davidson
spent
years
in
product
at
Intuit
before
launching
Candle.
There,
he
learned
something
every
in-house
legal
team
should
internalize:
the
user
experience
must
deliver
value
instantly.
“The
magic
moment
needs
to
happen
in
seconds,”
he
said.
“You
can’t
expect
people
to
adopt
something
if
they
can’t
see
the
value
within
a
few
seconds.”
It’s
not
because
lawyers
are
change-averse.
It’s
because
most
tools
ask
too
much
before
they
give
anything
back.
Log
in.
Learn
a
new
dashboard.
Remember
one
more
password.
All
before
answering
the
client’s
actual
question.
Davidson
built
Candle
to
show
value
where
lawyers
already
work
right
inside
Gmail
and
Outlook.
No
tab
switching.
No
tool
toggling.
No
delay
between
question
and
answer.
The
result?
Structured
case
data
at
your
fingertips
while
you
reply
to
that
11:57
p.m.
email
from
the
GC.
Legal
Isn’t
A
Practice
Anymore,
It’s
A
System
If
this
sounds
familiar,
it
should.
Whether
you’re
reviewing
vendor
contracts
or
prepping
for
litigation,
the
pattern
is
the
same.
Legal
professionals
are
not
failing
because
they
lack
knowledge.
They
are
failing
because
the
knowledge
is
buried.
In
inboxes.
In
PDFs.
In
siloed
systems.
This
is
not
a
UX
problem.
It
is
a
system
design
problem.
Davidson’s
insight
applies
beyond
email.
It
applies
to
every
contract
repository
that
can’t
be
searched,
every
clause
that
gets
redlined
five
times,
every
intake
form
that
still
arrives
as
a
Word
doc.
Small
frictions
create
massive
drag.
Remove
them,
and
velocity
returns.
From
Friction
To
Flow:
What
In-House
Teams
Can
Do
Now
The
good
news
is
that
solving
small
frictions
does
not
require
overhauling
your
entire
tech
stack.
In
fact,
the
most
powerful
gains
often
come
from
integrating
tools
into
existing
habits.
Start
where
the
friction
lives.
Is
your
contract
review
process
stuck
in
version
hell?
Add
pre-analyzed
certification
layers
that
score
risk
before
you
ever
open
a
redline.
Is
your
team
overwhelmed
by
inbound
vendor
requests?
Create
structured
intake
flows
that
automatically
trigger
the
right
playbook.
The
solution
is
not
more
software.
It
is
software
that
shows
up
in
the
right
place,
at
the
right
moment,
with
the
right
structure.
Design
Tools
Around
Attention,
Not
Just
Output
Carl
Davidson
did
not
build
Candle
because
email
is
sexy.
He
built
it
because
email
is
where
attention
lives.
That’s
the
strategic
unlock.
The
most
impactful
legal
tools
are
not
the
most
advanced.
They
are
the
ones
that
respect
attention.
That
show
value
before
asking
for
commitment.
That
reduce
friction
rather
than
adding
features.
“You
can’t
automate
judgment,”
Davidson
said.
“But
you
can
eliminate
the
noise
that
distracts
from
it.”
That
is
the
real
value
proposition.
Not
artificial
intelligence.
Actual
usefulness.
What
Contract
Tech
Can
Learn
from
Inbox
Tech
At
TermScout,
we’ve
learned
a
similar
lesson.
You
don’t
need
to
wow
users
with
AI.
You
need
to
reduce
the
time
to
trust.
That
means
certified
contracts
that
speak
for
themselves.
Clause-level
insights
that
eliminate
guesswork.
Interfaces
that
work
inside
your
existing
review
tools.
Legal
professionals
don’t
need
more
power.
They
need
less
friction.
Tools
that
nudge
clarity
forward.
Systems
that
surface
the
right
context
at
the
right
moment.
Frictionless
adoption
is
not
a
UX
bonus.
It
is
the
difference
between
tools
that
get
used
and
tools
that
get
ignored.
Carl
Davidson
didn’t
build
Candle
to
change
the
world.
He
built
it
to
change
the
day.
And
sometimes,
that’s
the
only
change
that
matters.
Olga
V.
Mack
is
the
CEO
of
TermScout,
where
she
builds
legal
systems
that
make
contracts
faster
to
understand,
easier
to
operate,
and
more
trustworthy
in
real
business
conditions.
Her
work
focuses
on
how
legal
rules
allocate
power,
manage
risk,
and
shape
decisions
under
uncertainty.
A
serial
CEO
and
former
General
Counsel,
Olga
previously
led
a
legal
technology
company
through
acquisition
by
LexisNexis.
She
teaches
at
Berkeley
Law
and
is
a
Fellow
at
CodeX,
the
Stanford
Center
for
Legal
Informatics.
She
has
authored
several
books
on
legal
innovation
and
technology,
delivered
six
TEDx
talks,
and
her
insights
regularly
appear
in
Forbes,
Bloomberg
Law,
VentureBeat,
TechCrunch,
and
Above
the
Law.
Her
work
treats
law
as
essential
infrastructure,
designed
for
how
organizations
actually
operate.